{"id":"https://openalex.org/W1972062954","doi":"https://doi.org/10.1145/2597917.2597927","title":"Feature-based device selection in heterogeneous computing systems","display_name":"Feature-based device selection in heterogeneous computing systems","publication_year":2014,"publication_date":"2014-05-20","ids":{"openalex":"https://openalex.org/W1972062954","doi":"https://doi.org/10.1145/2597917.2597927","mag":"1972062954"},"language":"en","primary_location":{"id":"doi:10.1145/2597917.2597927","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2597917.2597927","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th ACM Conference on Computing Frontiers","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054107871","display_name":"Ayman Tarakji","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ayman Tarakji","raw_affiliation_strings":["RWTH Aachen University, Aachen, Germany","RWTH-Aachen University, Aachen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"RWTH-Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065706887","display_name":"Niels Ole Salscheider","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Niels Ole Salscheider","raw_affiliation_strings":["RWTH Aachen University, Aachen, Germany","RWTH-Aachen University, Aachen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"RWTH-Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004927269","display_name":"Stephan Alt","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stephan Alt","raw_affiliation_strings":["RWTH Aachen University, Aachen, Germany","RWTH-Aachen University, Aachen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"RWTH-Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043876972","display_name":"Jan Heiducoff","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan Heiducoff","raw_affiliation_strings":["RWTH Aachen University, Aachen, Germany","RWTH-Aachen University, Aachen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"RWTH-Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9453,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.74264769,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.881890058517456},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.7455368041992188},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.6722621321678162},{"id":"https://openalex.org/keywords/symmetric-multiprocessor-system","display_name":"Symmetric multiprocessor system","score":0.6445518136024475},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6200160384178162},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5172182321548462},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4974839985370636},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4420648515224457},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.396314799785614},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3587121069431305},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.33774900436401367},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1830996870994568},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.16020417213439941}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.881890058517456},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.7455368041992188},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6722621321678162},{"id":"https://openalex.org/C172430144","wikidata":"https://www.wikidata.org/wiki/Q17111997","display_name":"Symmetric multiprocessor system","level":2,"score":0.6445518136024475},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6200160384178162},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5172182321548462},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4974839985370636},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4420648515224457},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.396314799785614},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3587121069431305},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.33774900436401367},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1830996870994568},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.16020417213439941},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2597917.2597927","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2597917.2597927","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th ACM Conference on Computing Frontiers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1554663460","https://openalex.org/W1805440014","https://openalex.org/W1906046253","https://openalex.org/W1957091869","https://openalex.org/W2010509152","https://openalex.org/W2011437942","https://openalex.org/W2018401627","https://openalex.org/W2020246210","https://openalex.org/W2047937237","https://openalex.org/W2087708523","https://openalex.org/W2112340065","https://openalex.org/W2140655851","https://openalex.org/W2167209023","https://openalex.org/W2273440736","https://openalex.org/W4230991829","https://openalex.org/W4300973511"],"related_works":["https://openalex.org/W4240253816","https://openalex.org/W3096456556","https://openalex.org/W2169584677","https://openalex.org/W2979513934","https://openalex.org/W4232954277","https://openalex.org/W2020341030","https://openalex.org/W2749133591","https://openalex.org/W2367473450","https://openalex.org/W23346600","https://openalex.org/W46230514"],"abstract_inverted_index":{"With":[0],"the":[1,8,14,22,47,54,61,66,106],"advent":[2],"of":[3,13,43,65,77],"accelerator-based":[4],"heterogeneous":[5],"parallel":[6],"systems,":[7],"need":[9],"for":[10],"a":[11,75],"solution":[12],"task-device":[15,55],"matching":[16,31,56,107],"problem":[17],"is":[18],"increasing.":[19],"Due":[20],"to":[21,33],"enormously":[23],"growing":[24],"diversity":[25],"in":[26],"existing":[27],"computing":[28],"architectures,":[29],"optimal":[30],"promises":[32],"deliver":[34],"high":[35],"performance":[36],"at":[37],"reduced":[38],"energy":[39],"costs.":[40],"By":[41],"means":[42],"OpenCL":[44,78],"and":[45,63,82,93],"particularly":[46],"LLVM":[48],"compiler":[49],"infrastructure,":[50],"our":[51,72,103],"approach":[52,73],"makes":[53],"decisions":[57],"taking":[58],"into":[59],"account":[60],"characteristics":[62],"particularities":[64],"different":[67,90],"processing":[68],"hardware.":[69],"We":[70],"evaluate":[71],"using":[74],"set":[76],"based":[79],"real-world":[80],"applications":[81],"well":[83],"established":[84],"benchmarks,":[85],"which":[86],"are":[87],"run":[88],"on":[89],"hardware":[91],"platforms":[92],"architectures.":[94],"Our":[95],"results":[96],"indicate":[97],"highly":[98],"accurate":[99],"predictions":[100],"made":[101],"by":[102],"model":[104],"during":[105],"procedure.":[108]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}